Description

This analysis provides a forecast of ATOM prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-03 3.208226 3.545100 3.909830 4.335296 4.819530 5.355291 5.995381
2025-08-10 2.716024 3.166206 3.687259 4.339541 5.140706 6.100993 7.351788
2025-08-17 2.339329 2.830153 3.425471 4.209457 5.227886 6.524580 8.330801
2025-08-24 2.095695 2.611013 3.259857 4.150275 5.361910 6.985395 9.382080
2025-08-31 1.920488 2.452793 3.144668 4.128480 5.522747 7.477914 10.520967
2025-09-07 1.827133 2.388347 3.139968 4.245605 5.875436 8.265602 12.188479
2025-09-14 1.704327 2.270762 3.048404 4.225269 6.019001 8.752938 13.453869
2025-09-21 1.592767 2.158259 2.951893 4.183980 6.119698 9.176606 14.666927
2025-09-28 1.455509 1.998481 2.773806 4.002028 5.979050 9.192108 15.173011
2025-10-05 1.392195 1.940713 2.739715 4.035479 6.181353 9.789508 16.800980
2025-10-12 1.345369 1.903346 2.732144 4.107745 6.451407 10.529943 18.813270
2025-10-19 1.302056 1.867817 2.723795 4.176193 6.719107 11.294848 21.002543
2025-10-26 1.254998 1.824851 2.702714 4.225044 6.963857 12.061168 23.370302
2025-11-02 1.205808 1.775438 2.667790 4.247137 7.162512 12.766330 25.751888
2025-11-09 1.131492 1.681696 2.554522 4.123287 7.076335 12.895100 26.843800
2025-11-16 1.076465 1.615701 2.482511 4.066049 7.109667 13.268904 28.589032
2025-11-23 1.032531 1.565203 2.432999 4.044873 7.209927 13.794302 30.819579
2025-11-30 1.015743 1.558265 2.456536 4.159075 7.591114 14.979956 35.043066
2025-12-07 0.977338 1.512995 2.410888 4.139251 7.694699 15.556774 37.748870
2025-12-14 0.938308 1.464632 2.356879 4.098999 7.750681 16.030033 40.274573
2025-12-21 0.880424 1.381391 2.236660 3.921583 7.495521 15.728558 40.413981
2025-12-28 0.858171 1.358594 2.223482 3.954203 7.702644 16.584521 44.367835
2026-01-04 0.842663 1.346690 2.229168 4.024670 8.001207 17.715217 49.549708